{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "77b62a8e",
   "metadata": {},
   "source": [
    "# Text1 week13补课练习"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5ea2248",
   "metadata": {},
   "source": [
    "* 招聘网站——Boss直聘\n",
    "> 1. 找到API数据的接口\n",
    "> 2. 发送请求，请求到指定区域、职位的数据\n",
    "> 3. 下载数据，存放到excel中\n",
    "> 4. 数据分析：做该职位的地区分布（地图）、职位分布、职位标签（工作要求）、学历要求"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "1bb3f5c2",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "fe8f38c4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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'd_sfrom=search_prime&d_ckId=null&d_curPage=1&d_pageSize=40&d_headId=null&d_posi=38&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=1&pageSize=40&index=38', 'campusJobKind': '应届'}, 'dataInfo': '%7B%22jobId%22%3A%2252244545%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%221%22%2C%22jobKind%22%3A%226%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%221%22%7D', 'recruiter': {'imId': '59841f1921f5a5f99192f8b8aeefde46', 'imUserType': '2', 'recruiterPhoto': '5f8f9863f6d1ab58476f246a08u.jpg', 'chatted': False, 'recruiterName': '欧女士', 'recruiterTitle': '人事经理', 'recruiterId': 'abc5fec91409316430385d4d78486539'}, 'comp': {'compIndustry': '资产管理', 'compId': 10126035, 'compName': '申九资产', 'compLogo': '6369bca2eb621332333050d403u.png', 'link': 'https://www.liepin.com/company/10126035/', 'compScale': '1-49人'}, 'dataParams': '{\"userId\":\"abc5fec91409316430385d4d78486539\",\"jobId\":\"52244545\",\"imId\":\"59841f1921f5a5f99192f8b8aeefde46\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9863f6d1ab58476f246a08u.jpg\",\"jobKind\":\"6\",\"recruiterName\":\"欧女士\"}'}, {'job': {'labels': ['本科', '用户研究'], 'title': '校招-产品经理（平台产品）', 'salary': '11-20k·15薪', 'jobId': '44067209', 'topJob': False, 'refreshTime': '20220824120330', 'advViewFlag': False, 'jobKind': '6', 'dq': '北京-朝阳区', 'pcOuterLink': '', 'h5OuterLink': '', 'link': 'https://www.liepin.com/lptjob/44067209', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=1&d_pageSize=40&d_headId=null&d_posi=39&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=1&pageSize=40&index=39', 'campusJobKind': '应届'}, 'dataInfo': '%7B%22jobId%22%3A%2244067209%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%221%22%2C%22jobKind%22%3A%226%22%2C%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22d_curPage%22%3A%221%22%7D', 'recruiter': {'imId': '4e3790c94eb6d39c937a45d7910778f0', 'imUserType': '2', 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg', 'chatted': False, 'recruiterName': '李女士', 'recruiterTitle': '事业群招聘负责人', 'recruiterId': '3edb05caf9473aa351ea1817368b881b'}, 'comp': {'compIndustry': '互联网', 'compId': 8939472, 'compName': '水滴公司', 'compStage': '美股上市', 'compLogo': '5f6989a39d37de58797cdabe04u.png', 'link': 'https://www.liepin.com/company/8939472/', 'compScale': '5000-10000人'}, 'dataParams': '{\"userId\":\"3edb05caf9473aa351ea1817368b881b\",\"jobId\":\"44067209\",\"imId\":\"4e3790c94eb6d39c937a45d7910778f0\",\"imUserType\":\"2\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\",\"jobKind\":\"6\",\"recruiterName\":\"李女士\"}'}], 'compList': []}, 'pagination': {'totalPage': 21, 'pageSize': 40, 'totalCounts': 803, 'currentPage': 1, 'hasNext': False}, 'passThroughData': {'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'scene': 'input', 'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'sfrom': 'search_job_pc'}}}\n"
     ]
    }
   ],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "\n",
    "url = \"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": \"410\",\n",
    "            \"dq\": \"410\",\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 1,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": \"产品经理\",\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}\n",
    "\n",
    "# create an HTML session using Requests-HTML\n",
    "session = HTMLSession()\n",
    "\n",
    "# set the headers\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__uuid=1682058870176.72; __gc_id=ff57e80a0b094c7a9d73a263b2a4efef; _ga=GA1.1.1170559303.1682058890; need_bind_tel=false; c_flag=042ff7ab7cf5e973a0e4f0193e380128; imClientId_2=1514d04033c003de941e001b804c887a; imId_2=1514d04033c003de76f5ec2df67915bd; imClientId=1514d04033c003def7d26b05eca1f37d; imId=1514d04033c003de814473281076d814; imClientId_0=1514d04033c003def7d26b05eca1f37d; imId_0=1514d04033c003de814473281076d814; XSRF-TOKEN=7Q4XTs69QeCjmqBCRicpeA; UniqueKey=608aa5aca394915740d501f6e766523c; liepin_login_valid=0; lt_auth=7eZbPXICmVSqsiTfgGJX4qlNjYmtWG3JpnkMgh5R1oO8DvCz4P%2FmQA%2BFqrEG9CoIqxgnJvkzMLb2MeH9z3RK6kAS8FGnlZ6utf6k1X0eTuNkHuyflMXuqsjQQJgirXo6ykpgn2si0HU%3D; inited_user=b8faa15420c7eded47327bee6c5734a6; user_roles=0; user_photo=5f8fa3bdea60860b75385c7e08u.png; user_name=%E7%BA%AA%E7%A7%8B%E9%9C%9E; new_user=false; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1684936701; imApp_0=1; fe_im_connectJson_0=%7B%220_608aa5aca394915740d501f6e766523c%22%3A%7B%22socketConnect%22%3A%221%22%2C%22connectDomain%22%3A%22liepin.com%22%7D%7D; __tlog=1684936674259.99%7C00000000%7C00000000%7Cs_00_t00%7Cs_00_bd3; acw_tc=276077db16849388966611195e66d52ecf7b9642aaa2e071775d7b87a36e40; fe_im_opened_pages=_1684936771733; _ga_54YTJKWN86=GS1.1.1684936710.3.1.1684939185.0.0.0; __session_seq=11; __uv_seq=11; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1684939186; fe_im_socketSequence_new_0=7_6_4',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}\n",
    "\n",
    "# send a POST request with headers\n",
    "r = session.post(url, data=json.dumps(payload), headers=headers)\n",
    "\n",
    "# extract the JSON data from the response\n",
    "response_data = r.json()\n",
    "\n",
    "# example: print the number of job postings returned\n",
    "print(response_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "34e8b5df",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "fee7c141",
   "metadata": {},
   "outputs": [],
   "source": [
    "r = requests.get('https://www.zhipin.com/wapi/zpgeek/search/job/subinfo.json?query=%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90&city=101280100&experience=&payType=&partTime=&degree=&industry=&scale=&stage=&position=&jobType=&salary=&multiBusinessDistrict=&multiSubway=&page=1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "3a6ecab6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "9e8bf978",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'code': 0,\n",
       " 'message': 'Success',\n",
       " 'zpData': {'jobSubscribeMsg': '【广州/数据分析】',\n",
       "  'jobSubscribeFilter': '{\"city\":{\"desc\":\"广州\",\"value\":\"101280100\"},\"filterMsg\":\"【广州/数据分析】\",\"otherMsg\":\"广州\",\"query\":\"数据分析\",\"queryMsg\":\"数据分析\"}',\n",
       "  'query': '数据分析',\n",
       "  'showFilter': '广州',\n",
       "  'showJobSubscribe': True,\n",
       "  'sceneString': 'bf0db8101eb442f8a4f1657bb4d34854'}}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "05a5bccf",
   "metadata": {},
   "outputs": [],
   "source": [
    "https://www.zhipin.com/wapi/zpgeek/search/job/subinfo.json?query=%E6%95%B0%E6%8D%AE%E5%88%86%E6%9E%90&city=101280100&experience=&payType=&partTime=&degree=&industry=&scale=&stage=&position=&jobType=&salary=&multiBusinessDistrict=&multiSubway=&page=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "7e2b40b8",
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (397269139.py, line 3)",
     "output_type": "error",
     "traceback": [
      "\u001b[1;36m  File \u001b[1;32m\"C:\\Users\\13642224036\\AppData\\Local\\Temp\\ipykernel_6376\\397269139.py\"\u001b[1;36m, line \u001b[1;32m3\u001b[0m\n\u001b[1;33m    'api_key'='51job',\u001b[0m\n\u001b[1;37m             ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "url = 'https://we.51job.com/api/job/search-pc?api_key=51job&timestamp=1685266116&keyword=&searchType=2&function=&industry=&jobArea=030200&jobArea2=&landmark=&metro=&salary=&workYear=&degree=&companyType=&companySize=&jobType=&issueDate=&sortType=0&pageNum=1&requestId=&pageSize=20&source=1&accountId=225781817&pageCode=sou%7Csou%7Csoulb'\n",
    "params = {\n",
    "    'api_key'='51job',\n",
    "    'timestamp'='1685266116',\n",
    "    'keyword'='',\n",
    "    'searchType'='2',\n",
    "    'function'='',\n",
    "    'industry'='',\n",
    "    'jobArea'='030200',\n",
    "    'jobArea2'='',\n",
    "    'landmark'='',\n",
    "    'metro'='',\n",
    "    'salary'='',\n",
    "    'workYear'='',\n",
    "    'degree'='',\n",
    "    'companySize'='',\n",
    "    'jobType'='',\n",
    "    'issueDate'='',\n",
    "    'sortType'='0',\n",
    "    'pageNum'='1',\n",
    "    'requestId'='',\n",
    "    'pageSize'='20',\n",
    "    'source'='1',\n",
    "    'accountId'='225781817',\n",
    "    'pageCode'='sou%7Csou%7Csoulb'\n",
    "    }\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9,en;q=0.8,en-GB;q=0.7,en-US;q=0.6',\n",
    "    'account-id': '225781817',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Cookie': 'guid=14498241120539e9e451ccc993df0d0a; ps=needv%3D0; 51job=cuid%3D225781817%26%7C%26cusername%3D%252BkDBZhXbMtG3r5DUFZm1fV23%252Fh%252BQn0lj09pgHpCRL40%253D%26%7C%26cpassword%3D%26%7C%26cname%3D%26%7C%26cemail%3D%26%7C%26cemailstatus%3D0%26%7C%26cnickname%3D%26%7C%26ccry%3D.0TyZAm0z3iMs%26%7C%26cconfirmkey%3D%25241%2524HJERZ3fO%2524VBUgy6kNqjG7SQAr2gQzk1%26%7C%26cautologin%3D1%26%7C%26cenglish%3D0%26%7C%26sex%3D%26%7C%26cnamekey%3D%25241%2524eznVgXQ5%2524u51a9HLt8TF.xdopoiWGC1%26%7C%26to%3D8ebd2fae1a8b5abf8a52b18ac5dee07b643cafe9%26%7C%26; sensor=createDate%3D2023-04-17%26%7C%26identityType%3D1; sensorsdata2015jssdkcross=%7B%22distinct_id%22%3A%22225781817%22%2C%22first_id%22%3A%221878d0ead3bf0a-059574cc3cf660c-7e57547b-1049088-1878d0ead3cb29%22%2C%22props%22%3A%7B%7D%2C%22identities%22%3A%22eyIkaWRlbnRpdHlfY29va2llX2lkIjoiMTg3OGQwZWFkM2JmMGEtMDU5NTc0Y2MzY2Y2NjBjLTdlNTc1NDdiLTEwNDkwODgtMTg3OGQwZWFkM2NiMjkiLCIkaWRlbnRpdHlfbG9naW5faWQiOiIyMjU3ODE4MTcifQ%3D%3D%22%2C%22history_login_id%22%3A%7B%22name%22%3A%22%24identity_login_id%22%2C%22value%22%3A%22225781817%22%7D%2C%22%24device_id%22%3A%221878d0ead3bf0a-059574cc3cf660c-7e57547b-1049088-1878d0ead3cb29%22%7D; partner=sem_pc360s10_10341; adv=ad_logid_url%3Dhttps%253A%252F%252Ftrace.51job.com%252Ftrace.php%253Fpartner%253Dsem_pc360s10_10341%2526ajp%253DaHR0cHM6Ly9ta3QuNTFqb2IuY29tL3RnL3NlbS9MUF8yMDIwXzEuaHRtbD9mcm9tPTM2MGFkJnBhcnRuZXI9c2VtX3BjMzYwczEwXzEwMzQx%2526k%253D3867f15d38a3a132715986024dfe7c63%2526qhclickid%253Dbcdf051d85124987%26%7C%26; privacy=1685265893; Hm_lvt_1370a11171bd6f2d9b1fe98951541941=1685265895; Hm_lpvt_1370a11171bd6f2d9b1fe98951541941=1685265895; acw_tc=ac11000116852659004047705e00ded4a99f2d9f45983d6261f74154e7c8b4; slife=lastlogindate%3D20230528%26%7C%26securetime%3DAT1XYlI8UDEAYAI6CjRdPwc0AzU%253D; acw_sc__v2=64731deed48a273f5c42b541d352d83dfb4715ad; nsearch=jobarea%3D%26%7C%26ord_field%3D%26%7C%26recentSearch0%3D%26%7C%26recentSearch1%3D%26%7C%26recentSearch2%3D%26%7C%26recentSearch3%3D%26%7C%26recentSearch4%3D%26%7C%26collapse_expansion%3D; JSESSIONID=82941A03D476A4CAD2BC4383F3DC3779; search=jobarea%7E%60030200%7C%21recentSearch0%7E%60030200%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%CA%FD%BE%DD%B7%D6%CE%F6%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21recentSearch1%7E%60030200%A1%FB%A1%FA000000%A1%FB%A1%FA0000%A1%FB%A1%FA00%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA99%A1%FB%A1%FA9%A1%FB%A1%FA99%A1%FB%A1%FA%A1%FB%A1%FA0%A1%FB%A1%FA%A1%FB%A1%FA2%A1%FB%A1%FA1%7C%21; ssxmod_itna=GqjxRDyDnD0Ai=G7DzEArRBOYm7Wxx7Kpo2vEYD/+ixnqD=GFDK40EoOpxIoqKqN7QDh3h+bofw3eOWriWr4N3RiaNqTDCPGnDBIAjpDem=D5xGoDPxDeDADYoXDAqiOD7qDdjpkVUkDm4GW7qDmDGY9QqDgDYQDGqKUD7QDIw6q7G6qg82SICtrtlq9D0U3xBL5iau5T1aK9MirViiaQqGy0PGuULt/l8bDCg6/0TisWiPq3xLxIBxFeo+xDYvKWfet778bjG4P/28PU9wWIA537DDAYxZWeD==; ssxmod_itna2=GqjxRDyDnD0Ai=G7DzEArRBOYm7Wxx7Kpo25G9iwK7zDBTmx7PpOFy7whgT2krXQCLI0zPsCn0LYeHRdOeKKkKlHTP4xmq0zFaRm7FkqhrBB5fuFK6HBRhL/UY6sOVrdkTgmv=YQ=0luN8Z4==6naPocQvEih=p5GuDgiDnRi8ZHmy7eILrGvqo43DQ9WDjKD+2GDD==',\n",
    "    'From-Domain': '51job_web',\n",
    "    'Host': 'we.51job.com',\n",
    "    'partner': 'sem_pc360s10_10341',\n",
    "    'property': '%7B%22partner%22%3A%22sem_pc360s10_10341%22%2C%22webId%22%3A2%2C%22fromdomain%22%3A%2251job_web%22%2C%22frompageUrl%22%3A%22https%3A%2F%2Fwe.51job.com%2F%22%2C%22pageUrl%22%3A%22https%3A%2F%2Fwe.51job.com%2Fpc%2Fsearch%3FjobArea%3D030200%26keyword%3D%26searchType%3D2%26sortType%3D0%26metro%3D%22%2C%22identityType%22%3A%22%E5%9C%A8%E6%A0%A1%E7%94%9F%22%2C%22userType%22%3A%22%E8%80%81%E7%94%A8%E6%88%B7%22%2C%22isLogin%22%3A%22%E6%98%AF%22%2C%22accountid%22%3A%22225781817%22%7D',\n",
    "    'Referer': 'https://we.51job.com/pc/search?jobArea=030200&keyword=&searchType=2&sortType=0&metro=',\n",
    "    'sec-ch-ua': '\"Microsoft Edge\";v=\"113\", \"Chromium\";v=\"113\", \"Not-A.Brand\";v=\"24\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"Windows\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-origin',\n",
    "    'sign': '3c90832e0d66974791ac6812f8fcd01a6a1799bd286591f845c5dfe879071150',\n",
    "    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36 Edg/113.0.1774.57',\n",
    "    'user-token': '8ebd2fae1a8b5abf8a52b18ac5dee07b643cafe9',\n",
    "    'uuid': '14498241120539e9e451ccc993df0d0a'\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "853dc7a1",
   "metadata": {},
   "outputs": [
    {
     "ename": "InvalidHeader",
     "evalue": "Invalid leading whitespace, reserved character(s), or returncharacter(s) in header name: 'referer: https'",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mInvalidHeader\u001b[0m                             Traceback (most recent call last)",
      "\u001b[1;32m~\\AppData\\Local\\Temp\\ipykernel_6376\\2029948597.py\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mrequests\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murl\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mparams\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mheaders\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mheaders\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m      2\u001b[0m \u001b[0mr\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\api.py\u001b[0m in \u001b[0;36mget\u001b[1;34m(url, params, **kwargs)\u001b[0m\n\u001b[0;32m     71\u001b[0m     \"\"\"\n\u001b[0;32m     72\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 73\u001b[1;33m     \u001b[1;32mreturn\u001b[0m \u001b[0mrequest\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"get\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     74\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     75\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\api.py\u001b[0m in \u001b[0;36mrequest\u001b[1;34m(method, url, **kwargs)\u001b[0m\n\u001b[0;32m     57\u001b[0m     \u001b[1;31m# cases, and look like a memory leak in others.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     58\u001b[0m     \u001b[1;32mwith\u001b[0m \u001b[0msessions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mSession\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0msession\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 59\u001b[1;33m         \u001b[1;32mreturn\u001b[0m \u001b[0msession\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m     60\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m     61\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36mrequest\u001b[1;34m(self, method, url, params, data, headers, cookies, files, auth, timeout, allow_redirects, proxies, hooks, stream, verify, cert, json)\u001b[0m\n\u001b[0;32m    571\u001b[0m             \u001b[0mhooks\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mhooks\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    572\u001b[0m         )\n\u001b[1;32m--> 573\u001b[1;33m         \u001b[0mprep\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprepare_request\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreq\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    574\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    575\u001b[0m         \u001b[0mproxies\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mproxies\u001b[0m \u001b[1;32mor\u001b[0m \u001b[1;33m{\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\sessions.py\u001b[0m in \u001b[0;36mprepare_request\u001b[1;34m(self, request)\u001b[0m\n\u001b[0;32m    482\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    483\u001b[0m         \u001b[0mp\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mPreparedRequest\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 484\u001b[1;33m         p.prepare(\n\u001b[0m\u001b[0;32m    485\u001b[0m             \u001b[0mmethod\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mupper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    486\u001b[0m             \u001b[0murl\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\models.py\u001b[0m in \u001b[0;36mprepare\u001b[1;34m(self, method, url, headers, files, data, params, auth, cookies, hooks, json)\u001b[0m\n\u001b[0;32m    367\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprepare_method\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    368\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprepare_url\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 369\u001b[1;33m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprepare_headers\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mheaders\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    370\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprepare_cookies\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcookies\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    371\u001b[0m         \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mprepare_body\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfiles\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mjson\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\models.py\u001b[0m in \u001b[0;36mprepare_headers\u001b[1;34m(self, headers)\u001b[0m\n\u001b[0;32m    489\u001b[0m             \u001b[1;32mfor\u001b[0m \u001b[0mheader\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mheaders\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    490\u001b[0m                 \u001b[1;31m# Raise exception on invalid header value.\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 491\u001b[1;33m                 \u001b[0mcheck_header_validity\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mheader\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    492\u001b[0m                 \u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalue\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mheader\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    493\u001b[0m                 \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mheaders\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mto_native_string\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\utils.py\u001b[0m in \u001b[0;36mcheck_header_validity\u001b[1;34m(header)\u001b[0m\n\u001b[0;32m   1040\u001b[0m             )\n\u001b[0;32m   1041\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1042\u001b[1;33m     \u001b[0m_validate_header_part\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"name\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mHEADER_VALIDATORS\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m   1043\u001b[0m     \u001b[0m_validate_header_part\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m\"value\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mHEADER_VALIDATORS\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mtype\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1044\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mE:\\anaconda.3\\lib\\site-packages\\requests\\utils.py\u001b[0m in \u001b[0;36m_validate_header_part\u001b[1;34m(header_part, header_kind, validator)\u001b[0m\n\u001b[0;32m   1046\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_validate_header_part\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mheader_part\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mheader_kind\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mvalidator\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1047\u001b[0m     \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mvalidator\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmatch\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mheader_part\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1048\u001b[1;33m         raise InvalidHeader(\n\u001b[0m\u001b[0;32m   1049\u001b[0m             \u001b[1;34mf\"Invalid leading whitespace, reserved character(s), or return\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m   1050\u001b[0m             \u001b[1;34mf\"character(s) in header {header_kind}: {header_part!r}\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mInvalidHeader\u001b[0m: Invalid leading whitespace, reserved character(s), or returncharacter(s) in header name: 'referer: https'"
     ]
    }
   ],
   "source": [
    "r = requests.get(url = url,params = params,headers = headers)\n",
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "85b73f0a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'code': 0,\n",
       " 'message': 'Success',\n",
       " 'zpData': {'jobSubscribeMsg': '【广州/数据分析,数据分...】',\n",
       "  'jobSubscribeFilter': '{\"city\":{\"desc\":\"广州\",\"value\":\"101280100\"},\"filterMsg\":\"【广州/数据分析,数据分...】\",\"otherMsg\":\"广州\",\"query\":\"数据分析,数据分析\",\"queryMsg\":\"数据分析,数据分析\"}',\n",
       "  'query': '数据分析,数据分析',\n",
       "  'showFilter': '广州',\n",
       "  'showJobSubscribe': True,\n",
       "  'sceneString': '088b588c212f4f4e94484771802fbf0a'}}"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r_data = r.json()\n",
    "r_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "fc564f84",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Collecting hyper\n",
      "  Downloading hyper-0.7.0-py2.py3-none-any.whl (269 kB)\n",
      "     ------------------------------------ 269.8/269.8 kB 754.5 kB/s eta 0:00:00\n",
      "Collecting hyperframe<4.0,>=3.2\n",
      "  Downloading hyperframe-3.2.0-py2.py3-none-any.whl (13 kB)\n",
      "Collecting h2<3.0,>=2.4\n",
      "  Downloading h2-2.6.2-py2.py3-none-any.whl (71 kB)\n",
      "     ---------------------------------------- 71.9/71.9 kB 3.9 MB/s eta 0:00:00\n",
      "Collecting hpack<4,>=2.2\n",
      "  Downloading hpack-3.0.0-py2.py3-none-any.whl (38 kB)\n",
      "Installing collected packages: hyperframe, hpack, h2, hyper\n",
      "Successfully installed h2-2.6.2 hpack-3.0.0 hyper-0.7.0 hyperframe-3.2.0\n"
     ]
    }
   ],
   "source": [
    "!pip install hyper"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "4ce778ea",
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "from hyper.contrib import HTTP20Adapter\n",
    "\n",
    "url = 'https://www.zhipin.com/wapi/zpgeek/search/joblist.json?scene=1&query=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&city=101280100&experience=&payType=&partTime=&degree=&industry=&scale=&stage=&position=&jobType=&salary=&multiBusinessDistrict=&multiSubway=&page=1&pageSize=30'\n",
    "params = {\n",
    "    'scene':'1',\n",
    "    'query':'%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86',\n",
    "    'city':'101280100',\n",
    "    'experience':'',\n",
    "    'payType':'',\n",
    "    'partTime':'',\n",
    "    'degree':'',\n",
    "    'industry':'',\n",
    "    'scale':'',\n",
    "    'stage':'',\n",
    "    'position':'',\n",
    "    'jobType':'',\n",
    "    'salary':'',\n",
    "    'multiBusinessDistrict':'',\n",
    "    'multiSubway':'',\n",
    "    'page':'1',\n",
    "    'pageSize':'30'\n",
    "}\n",
    "headers = {\n",
    "    'authority': 'www.zhipin.com',\n",
    "    'method': 'GET',\n",
    "    'path': '/wapi/zpgeek/search/joblist.json?scene=1&query=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&city=101280100&experience=&payType=&partTime=&degree=&industry=&scale=&stage=&position=&jobType=&salary=&multiBusinessDistrict=&multiSubway=&page=1&pageSize=30',\n",
    "    'scheme': 'https',\n",
    "    'accept': 'application/json, text/plain, */*',\n",
    "    'accept-encoding': 'gzip, deflate, br',\n",
    "    'accept-language': 'zh-CN,zh;q=0.9,en;q=0.8,en-GB;q=0.7,en-US;q=0.6',\n",
    "    'cookie': 'lastCity=101280100; wd_guid=2900a015-2f57-4466-86d0-2a9f6877d9a0; historyState=state; _bl_uid=n7l3kizp10brs1y69ehk0e99sF0e; __zp_seo_uuid__=6edf894e-3009-4617-98c3-9e083eb9a3a7; __g=-; Hm_lvt_194df3105ad7148dcf2b98a91b5e727a=1684936079,1685258301; Hm_lpvt_194df3105ad7148dcf2b98a91b5e727a=1685258304; __zp_stoken__=80ddeEABaFl8eelUNLENpeltYIBRpdycSFCFJTQJcKmY9e3lgaXd0J0FUN0Rucwp5BXZNDBJZD11qLUBnfS4EV11aCFEgUDxQOS5UKE89GyIlEQldOlkXRAcVCi1HN0kyR09%2FdxdfDT9abEU%3D; gdxidpyhxdE=2LzDQUHreIb6f%2BZE5P4GGM%5C%2FUEQiVS50Ip6D5VY84ATo6GQLpGhOjUUiqRs3Uyq2mr%2B8f4AB4Sw0GWAeo%2B9qJAIbHUGY%5CflqfL4minONCXlqJr5Q1Q7WCG%5Ciq1xVv8ve6%2Bae6HyNOAMUHNzuZ74T7KEmoGq4atgg3SgbNBsuOVS09jvp%3A1685268201191; YD00951578218230%3AWM_NI=42ORmRXvBJfGBfl2OhkT7PDKluwaM3J16hF%2F8fvJnC0%2FudWOEEFDXzTp4hC%2FBXa8i2u%2BsonV26JM65MkcihngMkBGcSemiKkF7FQWhMsgxG3wnS3D7WRscDWk3wfVgHGdmM%3D; YD00951578218230%3AWM_NIKE=9ca17ae2e6ffcda170e2e6eea2d04da9e78aa8ed48edbc8fb6c44b928e9eb0c16d8ca988d9c164f3bc84d8d02af0fea7c3b92af8ee81b3f05a9caa8eabe54d82baa4d3ce64a98cf9b1c741b0abb982d0398aeffa89c525fcbabaabed49f4f1bb85d645879b8aa5db7298b0fc89c2258288afd9ec3ab7f5bd90ed5ef2ea86aeb53f8fb5ad8aeb66a593a5a3c66991bba38aca6186e98ab2d6648fada999c639b5b29dd4c73d958ebd84c75da9edb987d56d8c99ac8ed037e2a3; YD00951578218230%3AWM_TID=VIw9tj27tWpBRUEVVRPQgDwCpFwgZfvY; wt2=DCTD1ZdlE-vgvHJO2f-2YDYiF8x4CnZV42dztElZxuXEu3Jn2IZ4PjgR-sJ36VsaqG2bTWoYLmA27EcCsZ-MQAw~~; wbg=0; __c=1685258301; __l=r=https%3A%2F%2Fcn.bing.com%2F&l=%2Fwww.zhipin.com%2Fweb%2Fgeek%2Fjob%3Fquery%3D%25E4%25BA%25A7%25E5%2593%2581%25E7%25BB%258F%25E7%2590%2586%26city%3D101280100&s=3&g=&friend_source=0&s=3&friend_source=0; __a=77455186.1684936079.1684936079.1685258301.12.2.4.12; geek_zp_token=V1R9onE-L131ZjVtRvxxgaLyy46jzQzSw~',\n",
    "    'referer': 'https://www.zhipin.com/web/geek/job?query=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&city=101280100',\n",
    "    'sec-ch-ua': '\"Microsoft Edge\";v=\"113\", \"Chromium\";v=\"113\", \"Not-A.Brand\";v=\"24\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"Windows\"',\n",
    "    'sec-fetch-dest': 'empty',\n",
    "    'sec-fetch-mode': 'cors',\n",
    "    'sec-fetch-site': 'same-origin',\n",
    "    'token': 'EPNWvHf06h7Gvp7Z',\n",
    "    'traceid': 'AAA4A0A6-0E97-442F-9CDD-C69397BC7225',\n",
    "    'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/113.0.0.0 Safari/537.36 Edg/113.0.1774.57',\n",
    "    'x-requested-with': 'XMLHttpRequest',\n",
    "    'zp_token': 'V1R9onE-L131ZjVtRvxxgaLyy46jzQzSw~'\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "2aaafe34",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r = requests.get(url = url,params = params,headers = headers)\n",
    "r"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "id": "6c178199",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'code': 19, 'message': '参数值错误', 'zpData': {}}"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r_data = r.json()\n",
    "r_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "00ea04cc",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
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